Decision-making and cognitive abilities: A review of associations between Iowa Gambling Task performance, executive functions, and intelligence

Clinical Psychology Review

Volumn 30, Issue 5, 2010, Pages 562-581

  Toplak, Maggie E ^a   Sorge, Geoff B ^a   Benoit, André ^a   West, Richard F ^b   Stanovich, Keith E ^c  

^a York University   (Canada)

^b JAMES MADISON UNIVERSITY   (United States)

^c UNIVERSITY OF TORONTO   (Canada)

Author keywords

Cognitive ability; Decision making; Executive functions; Intelligence; Iowa Gambling Task

Indexed keywords

COGNITION; DECISION MAKING; HUMAN; INHIBITION (PSYCHOLOGY); INTELLIGENCE QUOTIENT; MENTAL DISEASE; MENTAL PERFORMANCE; REVIEW; TASK PERFORMANCE; WORKING MEMORY;

COGNITION; DECISION MAKING; EXECUTIVE FUNCTION; GAMBLING; GAMES, EXPERIMENTAL; HUMANS; INTELLIGENCE; MEMORY, SHORT-TERM; NEUROPSYCHOLOGICAL TESTS;

EID: 77954817211     PISSN: 02727358     EISSN: 18737811     Source Type: Journal    
DOI: 10.1016/j.cpr.2010.04.002     Document Type: Review

References (154)

1. Ackerman P.L. Intelligence, attention, and learning: Maximal and typical performance. Current topics in human intelligenc 1994, Vol. 4:1-27. Ablex, Norwood, NJ. D.K. Detterman (Ed.).
2. Ackerman P.L. A theory of adult development: Process, personality, interests, and knowledge. Intelligence 1996, 22:227-257.
3. Ackerman P.L., Heggestad E.D. Intelligence, personality, and interests: Evidence for overlapping traits. Psychological Bulletin 1997, 121:219-245.
4. Ackerman P.L., Kanfer R. Cognitive, affective, and conative aspects of adult intellect within a typical and maximal performance framework. Motivation, emotion, and cognition: Integrative perspectives on intellectual functioning and development 2004, 119-141. Lawrence Erlbaum Associates, Mahwah, NJ. D.Y. Dai, R.J. Sternberg (Eds.).
5. Anderson M. Marrying intelligence and cognition: A developmental view. Cognition and intelligence 2005, 268-287. Cambridge University Press, New York. R.J. Sternberg, J.E. Pretz (Eds.).
6. Baron J. Thinking and deciding 2008, Cambridge University Press, New York. Fourth edition.
7. Baron-Cohen S. Mindblindness: An essay on autism and theory of mind 1995, The MIT Press, Cambridge, MA.
8. Barry D., Petry N.M. Predictors of decision-making on the Iowa Gambling Task: Independent effects of lifetime history of substance use disorders and performance on the Trail Making Test. Brain and Cognition 2008, 66:243-252.
9. Bechara A. Iowa gambling task professional manual 2007, Psychological Assessment Resources, Lutz.
10. Bechara A., Anderson S.W., Damasio A.R., Damasio H. Insensitivity to future consequences following damage to the human prefrontal cortex. Cognition 1994, 50:7-15.
11. Bechara A., Anderson S.W., Damasio H., Tranel D. Dissociation of working memory from decision making within the human prefrontal cortex. Journal of Neuroscience 1998, 18(1):428-437.
12. Bechara A., Damasio H., Tranel D., Damasio A.R. Deciding advantageously before knowing the advantageous strategy. Science 1997, 272:1293-1295.
13. Bechara A., Dolan S., Denburg N., Hindes A., Anderson S.W., Nathan P.E. Decision-making deficits, linked to a dysfunctional ventromedial prefrontal cortex, revealed in alcohol and stimulant abusers. Neuropsychologia 2001, 39:376-389.
14. Bechara A., Martin E.M. Impaired decision making related to working memory deficits in individuals with substance addictions. Neuropsychology 2004, 18:152-162.
15. Bechara A., Tranel D., Damasio H. Characterization of the decision-making deficit of patients with ventromedial prefrontal cortex lesions. Brain 2000, 123:2189-2202.
16. Bechara A., Tranel D., Damasio H., Damasio A.R. Failure to respond automatically to anticipated future outcomes following damage to prefrontal cortex. Cerebral Cortex 1996, 6:215-225.
17. Blair R.J.R., Colledge E., Mitchell D.G.V. Somatic markers and response reversal: Is there orbitofrontal cortex dysfunction in boys with psychopathic tendencies?. Journal of Abnormal Child Psychology 2001, 29:499-511.
18. Brand M., Recknor E.C., Grabenhorst F., Bechara A. Decisions under ambiguity and decisions under risk: Correlations with executive functions and comparisons of two different gambling tasks with implicit and explicit rules. Journal of Clinical and Experimental Neuropsychology 2007, 29:86-99.
19. Bruine de Bruin W., Parker A.M., Fischhoff B. Individual differences in adult decision-making competence. Journal of Personality and Social Psychology 2007, 92:938-956.
20. Buelow M.T., Suhr J.A. Construct validity of the Iowa Gambling Task. Neuropsychology Review 2009, 19:102-114.
21. Cacioppo J.T., Petty R.E., Feinstein J., Jarvis W. Dispositional differences in cognitive motivation: The life and times of individuals varying in need for cognition. Psychological Bulletin 1996, 119:197-253.
22. Carroll J.B. Human cognitive abilities: A survey of factor-analytic studies 1993, Cambridge University Press, Cambridge.
23. Cattell R.B. Theory for fluid and crystallized intelligence: A critical experiment. Journal of Educational Psychology 1963, 54:1-22.
24. Cattell R.B. Where is intelligence? Some answers from the triadic theory. Human cognitive abilities in theory and practice 1998, 29-38. Erlbaum, Mahwah, NJ. J.J. McArdle, R.W. Woodcock (Eds.).
25. Chan R.C.K., Shum D., Toulopoulou T., Chen E. Assessment of executive functions: Review of instruments and identification of critical issues. Archives of Clinical Neuropsychology 2008, 23:201-216.
26. Chiu Y.-C., Lin C.-H. Is deck C an advantageous deck in the Iowa Gambling Task?. Behavioral and Brain Functions 2007, 3. http://www.behavioralandbrainfunctions.com/content/3/1/37.
27. Chiu Y.-C., Lin C.-H., Huang J.-T., Lin S., Lee P.-L., Hsieh J.-C. Immediate gain is long-term loss: Are there foresighted decision makers in the Iowa Gambling Task?. Behavioral and Brain Functions 2008, 4. http://www.behavioralandbrainfunctions.com/content/4/1/13.
28. Christodoulou T., Lewis M., Ploubidis G.B., Frangou S. The relationship of impulsivity to response inhibition and decision-making in remitted patients with bipolar disorder. European Psychiatry 2006, 21:270-273.
29. Clark L., Manes F., Antoun N., Sahakian B.J., Robbins T.W. The contributions of lesion laterality and lesion volume to decision-making impairment following frontal lobe damage. Neuropsychologia 2003, 41:1474-1483.
30. Cronbach L.J. Essentials of psychological testing 1949, Harper, New York.
31. Crone E.A., van der Molen M.W. Developmental changes in real life decision-making: Performance on a gambling task previously shown to depend on the ventromedial prefrontal cortex. Developmental Neuropsychology 2004, 25:251-279.
32. Damasio A.R. Descartes' error: Emotion, reason, and the human brain 1994, Avon Books, New York.
33. Damasio A.R. The somatic marker hypothesis and the possible functions of the prefrontal cortex. Philosophical Transactions of the Royal Society of London. Series B 1996, 1413-1420.
34. Damasio A.R. The feeling of what happens: Body and emotion in the making of consciousness 1999, Harcourt, Inc., San Diego.
35. Daniel M.H. Interpretation of intelligence test scores. Handbook of intelligence 2000, 477-491. Cambridge University Press, Cambridge, MA. R.J. Sternberg (Ed.).
36. Davidson M.C., Amso D., Anderson L.C., Diamond A. Development of cognitive control and executive functions from 4 to 13years: Evidence from manipulations of memory, inhibition, and task switching. Neuropsychologia 2006, 44:2037-2078.
37. Dawes R.M. Behavioral decision making and judgment. The handbook of social psychology 1998, Vol. 1:497-548. McGraw-Hill, Boston. D.T. Gilbert, S.T. Fiske, G. Lindzey (Eds.).
38. Denburg N.L., Tranel D., Bechara A. The ability to decide advantageously declines prematurely in some normal older persons. Neuropsychologia 2005, 43:1099-1106.
39. Duncan J., Parr A., Woolgar A., Thompson R., Bright P., Cox S., et al. Goal neglect and Spearman's g: Competing parts of a complex task. Journal of Experimental Psychology: General 2008, 137:131-148.
40. Dunn B.D., Dalgleish T., Lawrence A.D. The somatic marker hypothesis: A critical evaluation. Neuroscience and Biobehavioral Reviews 2006, 30:239-271.
41. Engle R.W., Tuholski S.W., Laughlin J.E., Conway A.R.A. Working memory, short-term memory, and general fluid intelligence: A latent-variable approach. Journal of Experimental Psychology: General 1999, 128:309-331.
42. Enticott P.G., Ogloff J.R.P., Bradshaw J.L. Associations between laboratory measures of executive inhibitory control and self-reported impulsivity. Personality and Individual Differences 2006, 41:285-294.
43. Ernst M., Grant S.J., London E.D., Contoreggi C.S., Kimes A.S., Spurgeon L. Decision making in adolescents with behaviour disorders and adults with substance abuse. American Journal of Psychiatry 2003, 160:33-40.
44. Fein G., McGillivray S., Finn P. Older adults make less advantageous decisions than younger adults: Cognitive and psychological correlates. Journal of the International Neuropsychological Society 2007, 13:480-489.
45. Fishbein D., Eldreth D., Matochik J., Isenberg N., Hyde C., London E.D., et al. Cognitive performance and automatic reactivity in abstinent drug abusers and nonusers. Experimental and Clinical Psychopharmacology 2005, 13:25-40.
46. Friedman N.P., Miyake A. The relations among inhibition and interference control functions: A latent-variable approach. Journal of Experimental Psychology: General 2004, 133:101-135.
47. Friedman N.P., Miyake A., Corley R.P., Young S.E., DeFries J.C., Hewitt J.K. Not all executive functions are related to intelligence. Psychological Science 2006, 17:172-179.
48. Friedman N.P., Miyake A., Young S.E., DeFries J.C., Corley R.P., Hewitt J.K. Individual differences in executive functions are almost entirely genetic in origin. Journal of Experiment Psychology: General 2008, 137:201-225.
49. Geary D.C. The origin of the mind: Evolution of brain, cognition, and general intelligence 2005, American Psychological Association, Washington, DC.
50. Geurts H.M., van der Oord S., Crone E.A. Hot and cool aspects of cognitive control in children with ADHD: Decision-making and inhibition. Journal of Abnormal Child Psychology 2006, 34:813-824.
51. Gignac G.E. Openness to experience, general intelligence and crystallized intelligence: A methodological extension. Intelligence 2005, 33:161-167.
52. Gjedde A., Geday J. Deep brain stimulation reveals emotional impact processing in vendtromedial prefrontal cortex. PLoS ONE 2009, 4:e8120.
53. Grant S., Contoreggi C., London E.D. Drug abusers show impaired performance in a laboratory test of decision making. Neuropsychologia 2000, 38:1180-1187.
54. Haaland V.O., Landro N.I. Decision making as measured with the Iowa Gambling Task in patients with borderline personality disorder. Journal of the International Neuropsychological Society 2007, 13:699-703.
55. Hänsel A., von Känel R. The ventro-medial prefrontal cortex: A major link between the autonomous nervous system, regulation of emotion, and stress reactivity?. BioPsychSocial Medicine 2008, 2:21.
56. Hinson J.M., Jameson T.L., Whitney P. Somatic markers, working memory, and decision making. Cognitive Affective and Behavioral Neuroscience 2002, 2:341-353.
57. Hongwanishkul D., Happaney K.R., Lee W.S.C., Zelazo P.D. Assessment of hot and cool executive function in young children: Age-related changes and individual differences. Developmental Neuropsychology 2005, 28:617-644.
58. Hooper C.J., Luciana M., Conklin H.M., Yarger R.S. Adolescents' performance on the Iowa Gambling Task: Implications for the development of decision making and ventromedial prefrontal cortex. Developmental Psychology 2004, 40:1148-1158.
59. Horn J.L., Cattell R.B. Age differences in fluid and crystallized intelligence. Acta Psychologica 1967, 26:1-23.
60. Horn J.L., Noll J. Human cognitive capabilities: Gf-Gc theory. Contemporary intellectual assessment: Theories, tests, and issues 1997, 53-91. Guilford Press, New York. D. Flanagan, J. Genshaft, P. Harrison (Eds.).
61. Jameson T.L., Hinson J.M., Whitney P. Components of working memory and somatic markers in decision making. Psychonomic Bulletin and Review 2004, 11:515-520.
62. Johnson C.A., Xiao L., Palmer P., Sun P., Wang Q., Wei Y., et al. Affective decision-making deficits, linked to a dysfunctional ventromedial prefrontal cortex, revealed in 10th grade Chinese adolescent binge drinkers. Neuropsychologia 2008, 46:714-726.
63. Johnson S.A., Yechiam E., Murphy R.R., Queller S., Stout J.C. Motivational processes and autonomic responsivity in Asperger's disorder: Evidence from the Iowa Gambling Task. Journal of the International Neuropsychological Society 2006, 12:668-676.
64. Johnson-Laird P., Oatley K. Basic emotions, rationality, and folk theory. Cognition and Emotion 1992, 6:201-223.
65. Kane M.J., Engle R.W. The role of prefrontal cortex working-memory capacity, executive attention, and general fluid intelligence: An individual-differences perspective. Psychonomic Bulletin and Review 2002, 9:637-671.
66. Kane M.J., Hambrick D.Z., Conway A.R.A. Working memory capacity and fluid intelligence are strongly related constructs: Comment on Ackerman, Beier, and Boyle. Psychological Bulletin 2005, 131:66-71.
67. Kester H.M., Sevy S., Yechiam E., Burdick K.E., Cervellione K.L., Kumra S. Decision-making impairments in adolescents with early-onset schizophrenia. Schizophrenia Research 2006, 85:113-123.
68. Klaczynski P.A., Lavallee K.L. Domain-specific identity, epistemic regulation, and intellectual ability as predictors of belief-based reasoning: A dual-process perspective. Journal of Experimental Child Psychology 2005, 92:1-24.
69. Klaczynski P.A., Robinson B. Personal theories, intellectual ability, and epistemological beliefs: Adult age differences in everyday reasoning tasks. Psychology and Aging 2000, 15:400-416.
70. Kokis J., Macpherson R., Toplak M., West R.F., Stanovich K.E. Heuristic and analytic processing: Age trends and associations with cognitive ability and cognitive styles. Journal of Experimental Child Psychology 2002, 83:26-52.
71. Kruglanski A.W., Webster D.M. Motivated closing the mind: "Seizing" and "freezing". Psychological Review 1996, 103:263-283.
72. Labudda K., Frigge K., Horstmann S., Aengenendt J., Woermann F.G., Ebner A., et al. Decision making in patients with temporal lobe epilepsy. Neuropsychologia 2009, 47:50-58.
73. Lamm C., Zelazo P.D., Lewis M.D. Neural correlates of cognitive control in childhood and adolescence: Disentangling the contributions of age and executive function. Neuropsycologia 2006, 44:2139-2148.
74. Lawrence N.S., Wooderson S., Mataix-Cols D., David R., Speckens A., Phillips M.L. Decision making and set shifting impairments are associated with distinct symptom dimensions in Obsessive-Compulsive Disorder. Neuropsychology 2006, 20:409-419.
75. Lehto J.E., Elorinne E. Gambling as an executive function task. Applied Neuropsychology 2003, 10:234-238.
76. Levine B., Black S.E., Cheung G., Campbell A., O'Toole C., Schwartz M.L. Gambling task performance in traumatic brain injury: Relationships to injury severity, atrophy, lesion location, and cognitive and psychosocial outcome. Cognitive and Behavioral Neurology 2005, 18:45-54.
77. Lezak M.D. Neuropsychological assessment 1995, Oxford University Pres, Oxford. 3rd edition.
78. Libon D.J., Glosser G., Malamut B.L., Kaplan E., Goldberg E., Swenson R., et al. Age, executive functions, and visuospatial functioning in healthy older adults. Neuropsychology 1994, 8:38-43.
79. Lin C.-H., Chiu Y.-C., Lee P.-L., Hsieh J.-C. Is deck B a disadvantageous deck in the Iowa Gambling Task?. Behavioral and Brain Functions 2007, 3. http://www.behavioralandbrainfunctions.com/content/3/1/16.
80. Lipsey M.W., Wilson D.B. Practical meta-analysis 2001, Sage, Thousand Oaks.
81. Logan G.D. On the ability to inhibit thought or action: A users' guide to the stop signal paradigm. Inhibitory processes in attention, memory, and learning 1994, 189-239. Academic Press, San Diego, CA. D. Dagenbach, T.H. Carr (Eds.).
82. Logan G.D., Cowan W.B. On the ability to inhibit thought and action: A theory of an act of control. Psychological Review 1984, 91:295-327.
83. Losel F., Schmucker M. Psychopathy, risk taking, and attention: A differentiated test of the somatic marker hypothesis. Journal of Abnormal Psychology 2004, 113:522-529.
84. Lyons D.M., Parker K.J., Katz M., Schatzberg A.F. Developmental cascades linking stress inoculation, arousal regulation, and resilience. Frontiers in Behavioural Neuroscience 2009, 3:32.
85. Macpherson R., Stanovich K.E. Cognitive ability, thinking dispositions, and instructional set as predictors of critical thinking. Learning and Individual Differences 2007, 17:115-127.
86. Mackintosh N.J., Bennett E.S. The fractionation of working memory maps onto different components of intelligence. Intelligence 2003, 31:519-531.
87. Mahmut M.K., Homewood J., Stevenson R.J. The characteristics of non-criminals with high psychopathy traits: Are they similar to criminal psychopaths?. Journal of Research in Personality 2008, 42:679-692.
88. Maia T.V., McClelland J.L. A re-examination of the evidence for the somatic marker hypothesis: What participants know in the Iowa gambling task. Proceedings of the National Academy of Sciences 2004, 101:16075-16080.
89. Martin E.M., Pitrak D.L., Weddington W., Rains N.A., Nunnally G., Nixon H. Cognitive impulsivity and HIV serostatus in substance dependent males. Journal of the International Neuropsychological Society 2004, 10:931-938.
90. Mata I., Rodríguez-Sánchez J.M., Pelayo-Terán J.M., Pérez-Iglesias R., González-Blanch C., et al. Cannabis abuse is associated with decision-making impairment among first-episode patients with schizophrenia-spectrum psychosis. Psychological Medicine 2008, 38:1257-1266.
91. Matthews G., Zeidner M., Roberts R.D. Emotional intelligence: Science & myth 2002, MIT Press, Cambridge, MA.
92. McGrew K.S. Analysis of major intelligence batteries according to a proposed comprehensive Gf-Gc framework. Contemporary intellectual assessment: Theories, tests, and issues 1997, 151-180. Guilford Press, New York. D. Flanagan, J. Genshaft, P. Harrison (Eds.).
93. McGrew K.S., Woodcock R.W. Technical Manual: Woodcock-Johnson III 2001, Riverside Publishing, Itasca, IL.
94. Milad M.R., Quinn B.T., Pitman R.K., Orr S.P., Fischl B., Rauch S.L. Thickness of ventromedial prefrontal cortex in humans is correlated with extinction memory. Proceedings of the National Academy of Sciences USA 2005, 102:10706-10711.
95. Milad M.R., Wright L.I., Orr S.P., Pitman R.K., Quirk G.J., Rauch S.L. Recall of fear extinction in humans activates the ventromedial prefrontal cortex and hippocampus in concert. Biological Psychiatry 2007, 62:446-454.
96. Mimura M., Oeda R., Kawamura M. Impaired decision-making in Parkinson's disease. Parkinsonism and Related Disorders 2006, 12:169-175.
97. Mitchell D.G.V., Colledge E., Leonard A., Blair R.J.R. Risky decisions and response reversal: Is there evidence of orbitofrontal cortex dysfunction in psychopathic individuals?. Neuropsychologia 2002, 40:2013-2022.
98. Miyake A., Friedman N.P., Emerson M.J., Witzki A.H., Howerter A. The unity and diversity of executive functions and their contributions to complex "frontal lobe" tasks: A latent variable analysis. Cognitive Psychology 2000, 41:49-100.
99. Monterosso J., Ehrman R., Napier K.L., O'Brien C.P., Childress A.R. Three decision- making tasks in cocaine-dependent patients: Do they measure the same construct?. Addiction 2001, 96:1825-1837.
100. Must A., Szabo Z., Bodi N., Szasz A., Janka Z., Keri S. Sensitivity to reward and punishment and the prefrontal cortex in major depression. Journal of Affective Disorders 2006, 90:209-215.
101. Nakamura M., Nestor P.G., Levitt J.J., Cohen A.S., Kawashima T., Shenton M.E., et al. Orbitofrontal volume deficit in schizophrenia and thought disorder. Brain 2008, 131:180-195.
102. Nigg J. On inhibition/disinhibition in developmental psychopathology: Views from cognitive and personality psychology and a working inhibition taxonomy. Psychological Bulletin 2000, 126:220-246.
103. Noël X., Bechara A., Dan B., Hanak C., Verbanck P. Response inhibition deficit is involved in poor decision making under risk in nonamnesic individuals with alcoholism. Neuropsychology 2007, 21:778-786.
104. Oatley K. Emotions. The MIT encyclopedia of the cognitive sciences 1999, The MIT Press, Cambridge, MA. R.A. Wilson, F.C. Keil (Eds.).
105. Parker A.M., Fischhoff B. Decision-making competence: External validation through an individual differences approach. Journal of Behavioral Decision Making 2005, 18:1-27.
106. Patrick M.E., Blair C., Maggs J.L. Executive function, approach sensitivity, and emotional decision making as influences on risk behaviors in young adults. Journal of Clinical and Experimental Neuropsychology 2008, 30:449-462.
107. Pennington B.F. The development of psychopathology: Nature and nurture 2002, Guilford, New York.
108. Pennington B.F., Ozonoff S. Executive functions and developmental psychopathology. Journal of Clinical Psychology, Psychiatry 1996, 37:51-87.
109. Perkins D.N. Outsmarting IQ: The emerging science of learnable intelligence 1995, Free Press, New York.
110. Quednow B.B., Kühn K.-U., Hoppe C., Westheide J., Maier W., Daum I., et al. Elevated impulsivity and impaired decision-making cognition in heavy users of MDMA ("Ecstasy"). Psychopharmacology 2007, 189:517-530.
111. Reber A.S., Walkenfeld F.F., Hernstadt R. Implicit and explicit learning: Individual differences and IQ. Journal of Experimental Psychology. Learning, Memory, and Cognition 1991, 17:888-896.
112. Ritter L.M., Meador-Woodruff J.H., Dalack G.W. Neurocognitive measures of prefrontal cortical dysfunction in schizophrenia. Schizophrenia Research 2004, 68:65-73.
113. Roca M., Torralva T., López P., Cetkovich M., Clark L., Facundo M. Executive functions in pathologic gamblers selected in an ecologic setting. Cognitive and Behavioral Neurology 2008, 21:1-4.
114. Rodriguez-Sanchez J.M., Crespo-Facorro B., Perez-Iglesias R., Gonzalez-Bosch C., Alverez M., Llorca J., et al. Prefrontal cognitive functions in stabilized first-episode patients with schizophrenia spectrum disorders: A dissociation between dorsolateral and orbitofrontal functioning. Schizophrenia Research 2005, 77:279-288.
115. Rosenthal R. The "file drawer problem" and tolerance for null effects. Psychological Bulletin 1979, 86:638-641.
116. Rosenthal R. Parametric measures of effect size. The handbook of research synthesis 1994, Russell Sage Foundation, New York. H. Cooper, L.V. Hedges (Eds.).
117. Sá W., Stanovich K.E. The domain specificity and generality of mental contamination: Accuracy and projection in judgments of mental content. British Journal of Psychology 2001, 92:281-302.
118. Saffran J.R., Aslin R.N., Newport E.L. Statistical learning by 8-month-old infants. Science 1996, 274:1926-1928.
119. Salthouse T.A., Atkinson T.M., Berish D.E. Executive functioning as a potential mediator of age-related cognitive decline in normal adults. Journal of Experimental Psychology: General 2003, 132:566-594.
120. Schachar R., Logan G.D. Impulsivity and inhibitory control in normal development and childhood psychopathology. Developmental Psychology 1990, 25:710-720. science.
121. Shurman B., Horan W.P., Nuechterlein K.H. Schizophrenia patients demonstrate a distinctive pattern of decision-making impairment on the Iowa Gambling Task. Schizophrenia Research 2005, 72:215-224.
122. Shuster J., Toplak M.E. Executive and motivational inhibition: Associations with measures of everyday inhibition. Consciousness and Cognition 2009, 18:471-480.
123. Sinz H., Zamarian L., Benke T., Wenning G.K., Delazer M. Impact of ambiguity and risk on decision making in mild Alzheimer's disease. Neuropsychologia 2008, 46:2043-2055.
124. Stanovich K.E. Who is rational? Studies of individual differences in reasoning 1999, Lawrence Erlbaum Associates, Mahwah, NJ.
125. Stanovich K.E. The robot's rebellion: Finding meaning in the age of Darwin 2004, University of Chicago Press, Chicago.
126. Stanovich K.E. What intelligence tests miss: The psychology of rational thought 2009, Yale University Press, New Haven.
127. Stanovich K.E. Distinguishing the reflective, algorithmic, and autonomous minds: Is it time for a tri-process theory?. In two minds: Dual processes and beyond 2009, Oxford University Press, Oxford. J. Evans, F. Frankish (Eds.).
128. Stanovich K.E., Grunewald M., West R.F. Cost-benefit reasoning in students with multiple secondary school suspensions. Personality and Individual Differences 2003, 35:1061-1072.
129. Stanovich K.E., West R.F. Individual differences in reasoning: Implications for the rationality debate?. Behavioral and Brain Sciences 2000, 23:645-726.
130. Stanovich K.E., West R.F. On the relative independence of thinking biases and cognitive ability. Journal of Personality and Social Psychology 2008, 94:672-695.
131. Stanovich, K.E., West, R.F., & Toplak, M.E. (in press). Intelligence and rationality. In R. J. Sternberg & S. B. Kaufman (Eds.), Cambridge Handbook of Intelligence. New York: Cambridge University Press.
132. Sternberg R.J. Wisdom, intelligence, and creativity synthesized 2003, Cambridge University Press, Cambridge, MA.
133. Sternberg R.J., Grigorenko E.L. Are cognitive styles still in style?. American Psychologist 1997, 52:700-712.
134. Strathman A., Gleicher F., Boninger D.S., Edwards S.C. The consideration of future consequences: Weighing immediate and distant outcomes of behavior. Journal of Personality and Social Psychology 1994, 66:742-752.
135. Strauss E., Sherman E.M.S., Spreen O. A compendium of neuropsychological tests 2006, Oxford University Press, New York. 3rd edition.
136. Strauss G.P., Allen D.N., Jorgensen M.L., Cramer S.L. Test-retest reliability of standard and emotional Stroop tasks. Assessment 2005, 12:330-337.
137. Stroop J.R. Studies of interference in serial verbal reactions. Journal of Experimental Psychology 1935, 18:643-662.
138. Taub G.E., McGrew K.S. A confirmatory factor analysis of Cattell-Horn-Carroll theory and cross-age invariance of the Woodcock-Johnson Tests of Cognitive Abilities III. School Psychology Quarterly 2004, 19:72-87.
139. Toplak M.E., Liu E., MacPherson R., Toneatto T., Stanovich K.E. The reasoning skills and thinking dispositions of problem gamblers: A dual-process taxonomy. Journal of Behavioral Decision Making 2007, 20:103-124.
140. Toplak M.E., Jain U., Tannock R. Executive and motivational processes in adolescents with Attention-Deficit-Hyperactivity Disorder (ADHD). Behavioral and Brain Functions 2005, 1:8.
141. Toplak M.E., Stanovich K.E. The domain specificity and generality of disjunctive reasoning: Searching for a generalizable critical thinking skill. Journal of Educational Psychology 2002, 94:197-209.
142. Toplak M.E., Stanovich K.E. Associations between myside bias on an informal reasoning task and amount of post-secondary education. Applied Cognitive Psychology 2003, 17:851-860.
143. Tranel D., Bechara A., Denburg N.L. Asymmetrical functional roles of right and left ventromedial prefrontal cortices in social conduct, decision-making, and emotional processing. Cortex 2002, 38:589-612.
144. Turnbull O.H., Evans C.Y., Bunce A., Carzolio B., O'Connor J. Emotion based learning and central executive resources: An investigation of intuition and the Iowa Gambling Task. Brain and Cognition 2005, 57:244-247.
145. Unsworth N., Engle R.W. Working memory capacity and fluid abilities: Examining the correlation between Operation Span and Raven. Intelligence 2005, 33:67-81.
146. Unsworth N., Engle R.W. On the divison of short-term and working memory: An examination of simple and complex span and their relation to higher order abilities. Psychological Bulletin 2007, 133:1038-1066.
147. Unsworth N., Engle R.W. The nature of individual differences in working memory capacity: Active maintenance in primary memory and controlled search from secondary memory. Psychological Review 2007, 114:104-132.
148. Verdejo-Garcia A., Rivas-Perez C., Vilar-Lopez R., Perez-Garcia M. Strategic self-regulation, decision-making and emotion processing in poly-substance abusers in the first year of abstinence. Drug and Alcohol Dependence 2007, 86:139-146.
149. Vinter A., Detable C. Implicit learning in children and adolescents with mental retardation. American Journal of Mental Retardation 2003, 108:94-107.
150. Vinter A., Perruchet P. Implicit learning in children is not related to age: Evidence from drawing behavior. Child Development 2000, 71:1223-1240.
151. Wilder K.E., Weinberger D.R., Goldberg T.E. Operant conditioning and the orbitofrontal cortex in schizophrenic patients: Unexpected evidence for intact functioning. Schizophrenia Research 1998, 30:169-174.
152. Xiao L., Bechara A., Cen S., Grenard J.L., Stacy A.W., Gallaher P. Affective decision-making deficits, linked to a dysfunctional ventromedial prefrontal cortex, revealed in 10th grade Chinese adolescent smokers. Nicotine & Tobacco Research 2008, 10:1085-1097.
153. Zacks R.T., Hasher L., Sanft H. Automatic encoding of event frequency: Further findings. Journal of Experimental Psychology. Learning, Memory, and Cognition 1982, 8:106-116.
154. Zelazo P.D., Muller U. Executive function in typical and atypical development. Blackwell handbook of childhood cognitive development 2002, 445-469. Blackwell Publishing, Malden, MA. U. Goswami (Ed.).